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LYH-YF /MWPToolkit

MWPToolkit is an open-source framework for math word problem(MWP) solvers.

deep-learning pytorch sequence-to-sequence pretrained-language-model graph-to-tree sequence-to-tree math-word-problem

UpdatedSep 28, 2022
Python

TianHongZXY /CoRe

[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)

nlp acl mcts gpt language-model monte-carlo-tree-search bert reasoning deberta gpt-j math-word-problem gpt-j-6b llms chain-of-thought acl2023 gsm8k

UpdatedDec 15, 2023
Python

TianduoWang /DPO-ST

[ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning

dpo math-word-problem chain-of-thought

UpdatedJul 28, 2024
Python

Eleanor-H /MUSTARD

Code & data for ICLR 2024 spotlight paper: 🍯MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data

machine-learning natural-language-processing theorem-proving data-synthesis automated-theorem-proving math-word-problem large-language-models ai4math complex-reasoning math-word-problem-solving

UpdatedMay 29, 2024
C++

TianduoWang /MsAT

[ACL 2023] Learning Multi-step Reasoning by Solving Arithmetic Tasks.https://arxiv.org/abs/2306.01707

multi-step-reasoning math-word-problem acl2023

UpdatedJun 7, 2023
Python

Starscream-11813 /MathBot

MathBot is a transformer-based Math Word Problem (MWP) solver made as the Lab project for CSE 4622: Machine Learning Lab.

nlp tensorflow huggingface transformer-models mwp math-word-problem mathbot mawps

UpdatedJul 11, 2022
Jupyter Notebook

jtonglet /Numerical-Hybrid-QA-Literature

A list of Numerical Multimodal reasoning papers and their implementation

question-answering hybrid multimodal-learning math-word-problem numerical-reasoning

UpdatedMay 13, 2024

reem-codes /ArMATH

ArMATH: The Arabic Math Word Problem dataset. Accepted in LREC2022

nlp natural-language-processing deep-learning dataset transfer-learning gts mwp math-word-problem

UpdatedJun 16, 2022
Python

the-jb /athena-math

Official repository of ATHENA (Attention-based THought Expansion Network Architecture) for Mathematical Reasoning

nlp natural-language-processing neural-network pytorch math-word-problem

UpdatedDec 16, 2023
Python

snucclab /MOO

Mathematical Operation Organizer(MOO)

transformer pointer-networks data-augmentation ept math-word-problem

UpdatedJul 11, 2022
Python

frank-chris /solving-math-word-problems

Solving Math Word Problems Using Language Models and Contrastive Loss

nlp pytorch language-model bert electra roberta distilbert contrastive-learning huggingface-transformers math-word-problem

UpdatedJun 14, 2023
Python

Starscream-11813 /Variational-Mathematical-Reasoning

This repository contains the code, data, and models of the paper titled "Math Word Problem Solving by Generating Linguistic Variants of Problem Statements" published in the Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop).

mathematical-reasoning gpt-3 deberta mwp math-word-problem mawps acl2023 gpt-35-turbo math-word-problem-solving paramawps svamp linguistic-variants

UpdatedJan 20, 2025
Jupyter Notebook

ajs7270 /EFE-Reasoner

한국정보처리학회 ACK 2023, 숫자의 대소관계 파악을 위한 Explicit Feature Extraction(EFE) Reasoner 모델

pretrained-language-model math-word-problem

UpdatedAug 26, 2023
Python

hellomasaya /hawp

This repository provides HAWP: a dataset for Hindi Word Problem Solving and a baseline (LREC 2022)

nlp corpus word-problems low-resource-nlp math-word-problem

UpdatedApr 28, 2022

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